{"id":"W286972698","doi":"10.1136/bmj.39493.476667.1f","title":"Results may not be generalisable","year":2008,"lang":"en","type":"letter","venue":"BMJ","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Likert scale; Pandemic; Family medicine; Medicine; Confidence interval; Vaccination; Health care; Quarter (Canadian coin); Medical education; Coronavirus disease 2019 (COVID-19); Psychology; Geography; Immunology; Political science; Disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004451873,0.0001821887,0.0002795172,0.00007544264,0.0004799113,0.00009070778,0.00044071,0.0007178467,0.000667444],"category_scores_gemma":[0.0003334738,0.0001777542,0.0001635742,0.0001642373,0.00002959386,0.0001368606,0.00005027747,0.0006819291,0.0006344558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001120132,"about_ca_system_score_gemma":0.0003942518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004029004,"about_ca_topic_score_gemma":0.0009580165,"domain_scores_codex":[0.9978984,0.000214581,0.0003407743,0.0003714836,0.0006657271,0.0005090361],"domain_scores_gemma":[0.9990571,0.0001531145,0.0001866301,0.0004396475,0.0000984577,0.00006502426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001029008,0.000006369565,0.00004969841,0.00001088234,0.00001567471,0.0006621841,0.001347833,0.000001317204,0.000002368984,0.0002663541,0.9974206,0.0002064316],"study_design_scores_gemma":[0.0002190615,0.00001520547,0.00019542,0.00002521482,0.00001582889,0.00000640864,0.00004043426,8.376496e-7,0.0000206141,0.00007913671,0.9991175,0.0002643612],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002149739,0.000139857,0.000001727456,0.7422761,0.0008710543,0.0002479218,0.00008323274,0.00007490189,0.2560903],"genre_scores_gemma":[0.0004476859,0.0005046814,0.0002210511,0.625895,0.02684379,0.00002096812,0.0001559865,0.00002310735,0.3458877],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1163811,"threshold_uncertainty_score":0.8154857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08960862437370028,"score_gpt":0.3442980011677763,"score_spread":0.254689376794076,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}